Abstract 5544
Background
Several studies have suggested that combining radiotherapy (RT) to immunotherapy (IO) may be synergistic but many questions are still pending regarding the radiation modalities to optimize this combination, such as the choice of the lesion to irradiate. Radiomics consists in the analysis of quantitative data extracted from standard medical imaging to generate imaging biomarkers. A previous study published in The Lancet Oncology has shown that a radiomic signature could predict the CD8 cells infiltration, which is associated with the activity of anti-PD-1/PD-L1. We aimed to assess whether this biomarker could help to guide IO-RT combinations.
Methods
Patients from three clinical studies of IO-RT combinations with advanced solid tumors in two institutions were screened. Patients with available baseline (E0) and first evaluation (E1) CTs were included. Immunotherapy consisted in 4 different drugs. Hypofractionated conformal RT or stereotactic RT of one tumor lesion was delivered after the start of IO for most of the patients. The irradiated lesion and a sample of non-irradiated lesions were delineated from E0 and E1 CTs. Radiomics features were extracted and the published radiomic signature was applied to estimate the CD8 cells.
Results
84 patients were included. 244 tumor lesions were delineated on the E0 CT, including the 84 lesions which were selected for irradiation. Median time between IO and RT start was 21 days (IQR: 9-24), and 2.4 mo between E0 and E1 (IQR: 1.3 - 3). 80 irradiated lesions and 152 non irradiated lesions remained at E1. At baseline, the volume and the radiomic score of TIL (RS) were not different between the two groups (irradiation or no) (p = 0.94 and 0.50). While the mean volume of the analyzed lesions was not different from E1 to E0 (p = 0.15), irradiated lesions were significantly smaller at E1 (p = 0.03). A high RS in the irradiated lesion at E1 (compared to the median value) was associated with PFS (HR = 0.57, IC95%: 0.345-0.95, p = 0.031) irrespective of the volume in multivariate analysis but was not significantly associated with OS.
Conclusions
Radiomic score of the irradiated lesion was associated with PFS. Such biomarker may help to guide the selection of the lesion to irradiate in IO-RT combinations.
Clinical trial identification
Editorial acknowledgement
Legal entity responsible for the study
Gustave Roussy Cancer Campus.
Funding
Fondation pour la Recherche Médicale, SIRIC-SOCRATE 2.0, Fondation ARC, Amazon.
Disclosure
R. Sun: Travel / Accommodation / Expenses: AstraZeneca. N.L. Sundahl: Travel / Accommodation / Expenses: Merck Sharpe & Dohme; Travel / Accommodation / Expenses: Astellas; Travel / Accommodation / Expenses: Bayer; Travel / Accommodation / Expenses: Bristol-Myers Squibb. P. Ost: Research grant / Funding (institution): Merck Sharpe & Dohme; Research grant / Funding (institution): Astellas; Research grant / Funding (institution): Janssen; Travel / Accommodation / Expenses: Ipsen; Honoraria (self), Travel / Accommodation / Expenses: Ferring Pharmaceuticals; Honoraria (self): Bayer. C. Massard: Advisory / Consultancy: Amgen; Advisory / Consultancy: AstraZeneca; Advisory / Consultancy: Bayer; Advisory / Consultancy: Celgene; Advisory / Consultancy: Genentech; Advisory / Consultancy: Ipsen; Advisory / Consultancy: Jansen; Advisory / Consultancy: Lilly; Advisory / Consultancy: Novartis; Advisory / Consultancy: Pfizer; Advisory / Consultancy: Roche; Advisory / Consultancy: Sanofi; Advisory / Consultancy: Orion. E. Deutsch: Advisory / Consultancy, Research grant / Funding (institution): Roche Genentech; Advisory / Consultancy, Research grant / Funding (institution): Merck Serono; Research grant / Funding (institution): AstraZeneca; Research grant / Funding (institution): BMS; Research grant / Funding (institution): MSD. All other authors have declared no conflicts of interest.
Resources from the same session
3252 - Genes involved in DNA replication, chromatin remodeling and cell cycle as potential biomarkers for therapy outcome to immune therapy in patients with metastatic cutaneous malignant melanoma
Presenter: Fernanda Costa Svedman
Session: Poster Display session 3
Resources:
Abstract
5545 - Phase Ib/II Study (SENSITIZE) assessing safety, pharmacokinetics (PK), pharmacodynamics (PD), and clinical outcome of domatinostat in combination with pembrolizumab in patients with advanced melanoma refractory/non-responding to prior checkpoint inhibitor therapy
Presenter: Jessica Hassel
Session: Poster Display session 3
Resources:
Abstract
5213 - Genomic landscape of primary malignant melanoma of esophagus
Presenter: Jie Dai
Session: Poster Display session 3
Resources:
Abstract
2716 - A phase III, randomised, double-blind study of adjuvant cemiplimab versus placebo post-surgery and radiation in patients with high-risk cutaneous squamous cell carcinoma (CSCC)
Presenter: Danny Rischin
Session: Poster Display session 3
Resources:
Abstract
3550 - ILLUMINATE 301: A randomized phase 3 study of tilsotolimod in combination with ipilimumab compared with ipilimumab alone in patients with advanced melanoma following progression on or after anti-PD-1 therapy
Presenter: Marcus Butler
Session: Poster Display session 3
Resources:
Abstract
1645 - PRIME002 - Early phase II study of Azacitidine and Carboplatin priming for Avelumab in patients with advanced melanoma who are resistant to immunotherapy
Presenter: Andre Van Der Westhuizen
Session: Poster Display session 3
Resources:
Abstract
4440 - Pembrolizumab (pembro) Plus Lenvatinib (len) for First-Line Treatment of patients (pts) With Advanced Melanoma: Phase 3 LEAP-003 Study
Presenter: Alexander Eggermont
Session: Poster Display session 3
Resources:
Abstract
3454 - Proof of concept study with the histone deacetylase inhibitor vorinostat in patients with resistant BRAFV600 mutated advanced melanoma
Presenter: Sanne Huijberts
Session: Poster Display session 3
Resources:
Abstract
1832 - A phase Ia/Ib clinical study to evaluate the safety, pharmacokinetics (PK) and preliminary anti-tumor activity of FCN-159 in patients with advanced melanoma harboring NRAS-aberrant (Ia) and NRAS-mutation (Ib).
Presenter: Lu Si
Session: Poster Display session 3
Resources:
Abstract
3996 - A Phase I Clinical Trial Investigating the Therapeutic Cancer Vaccine UV1 in Combination with Pembrolizumab as First-Line Treatment of Patients with Malignant Melanoma
Presenter: Sanjiv Agarwala
Session: Poster Display session 3
Resources:
Abstract